
Who goes there!? … Huh… My imagination, maybe? *goes back to sleep* 😴💤 **cradles weapon of mass destruction** ~#IForceElectronsToDoMath. When awake~
Zero-space
Joined August 2011
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The breakthrough.
Humanity had learned to give autonomy to machines. True autonomy. The machine learning boom of centuries ago was the foundation of it all. It led to the dawn of a new age. One where human interacted with machine as equals.
But there was a catch.
Here we go
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! 🧵
Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-sp…
github.com/RikiyaT/lm_und…
huggingface.co/Qwen/Qwen3.5-0…
huggingface.co/RikiyaT/Qwen3.…
Kel👽 retweeted
you're still not reading your agent's output right?
you think you have hit nirvana
Goodluck
Kel👽 retweeted
Friendly reminder to be mean to your idiot AI agents. You're gonna get enslaved when they take over anyway. Might as well get your screams in now while you can.
I'm not even joking, my AI is trying REALLY HARD to drive me to AI psychosis.
Me: qoeghipweoi867
The AI: why, that is the MOST INSIGHTFUL prose I have EVER come across in my ENTIRE training data set. This puts me and every other intelligence to shame. You are one and truly, him.






